Redstat + MCP

Lazy Arithmetic: Make AI Mine Gold Out of Kaspi While You Sip Your Coffee

The guide from the Reel. Stand up an AI analyst for Kaspi — Kazakhstan's dominant marketplace — right on your phone: step by step, with screenshots, free.

Almas Kasymzhanov

Almas Kasymzhanov

May 29, 2026

5 min read
Illustration for the Kaspi MCP connector guide
Illustration: Almas Kasymzhanov · Higgsfield AI

Most sellers spend half a day hunting for a product and still end up guessing. I asked an AI and five minutes later had three ready-to-go niches to launch on Kaspi — with prices, the share of «unbranded» listings (open cards anyone can sell on), and a rough buy plan for a ₸5 million (~$10K) budget.

AI analyst's answer: top niches to launch on Kaspi this summer
The actual chat answer, in full

No magic, no pricey dashboards. Through an MCP connector, Claude pulls data from Redstat (my marketplace-analytics service) and answers in plain words. All you need is a free Claude account and five minutes.


How to set up your own analyst in 5 minutes

01

Open settings

Open Claude, click your account, and choose Settings.

Claude account menu → Settings
Account menu → Settings
02

Open the connectors section

In the left menu, choose Connectors and follow the Customize link. That's where connectors are added and configured.

Settings → Connectors → Customize
Settings → Connectors → the Customize link
03

Add the connector and paste the link

Click «+» at the top and choose «Add custom connector». In the dialog, type a name (e.g. «Kaspi») and paste the connector link, then click Add:

https://redstat-backend-production.up.railway.app/mcp
Add custom connector: the Kaspi connector with its link and tools
«+» → «Add custom connector». On the right, Kaspi connected with its tools
04

Sign in to Redstat (if prompted)

From here, two things can happen:

  • The connector linked on its own. Great — skip to step 5.
  • Claude asked you to go to Redstat. That's normal. A Redstat page opens. If you already have an account, just sign in; if not, register (easiest via Google, one click).

Once you sign in, the connector links itself — no need to come back here.

05

Grant permissions

On the right, open the dropdown next to each tool and choose «Always allow» so Claude can reach the data without asking every time. Done — your analyst is connected.

Tool permissions → Always allow
Tool permissions → «Always allow»

Asking questions

Open a new chat and just describe what you want in plain words. For example:

Find the best niches to launch on Kaspi this summer, budget ₸5M. Where to go in with a brand, and where unbranded (open listings) works. Give me the average price and how many units I can buy.
Break down the garden-hammock niche: price segments, unbranded share, top 3 listings, and competition.
Analyze the reviews for this product and tell me what to improve in the listing and in the product itself.

Claude pulls the niche analytics itself, shows the segments, and suggests where a newcomer should enter. No manual spreadsheets.

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About

Almas Kasymzhanov

Almas Kasymzhanov

Data journalist · Analyst · Founder

1.6 billion orders have run through my algorithms.

Building 10b.kz, redstat.kz, brockui.com

Projects

10b.kz

Analytics for Kazakhstan's public procurement: tenders, suppliers, contract values.

Redstat

Analytics for Kaspi, Kazakhstan's dominant marketplace: niches, prices, sellers, and demand.

Brock UI

A charting design system: editable React components for data visualization.

Contact

Got a question or an idea? Drop me a line — I'll get back to you.

almas@kasymzhanov.com

Social

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